Research

Original studies from our test bench, with the raw data.

Memory bandwidth predicts local AI speed: 23 chips, one model The same 7B model on 23 processors and graphics chips, from our tests and published results: writing speed tracks memory bandwidth. The rule of thumb and data. updated Sep 26, 2026, tested by us